ExperimentTracker API Reference

Class: ExperimentTracker

The main class for tracking experiments in ORruns.

Constructor

ExperimentTracker(
    experiment_name: str,
    base_dir: Optional[str] = None,
    metadata: Optional[Dict] = None
)

Parameters

• experiment_name: Name of the experiment
• base_dir: Base directory for storing experiment data
• metadata: Additional metadata for the experiment

Methods

log_params

def log_params(self, params: Dict[str, Any]) -> None

Log experiment parameters.

log_metrics

def log_metrics(self, metrics: Dict[str, Union[float, int]]) -> None

Log experiment metrics.

save_artifact

def save_artifact(
    self,
    filename: str,
    artifact: Union[pd.DataFrame, np.ndarray, Any],
    artifact_type: str = "data"
) -> str

Save experiment artifacts (data, figures, etc.).

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